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    SDM
    2012
    SIAM
    234views Data Mining» more  SDM 2012»
    On Evaluation of Outlier Rankings and Outlier Scores
    11 years 11 months ago
    On Evaluation of Outlier Rankings and Outlier Scores
    Download  www.dbs.ifi.lmu.de
    Outlier detection research is currently focusing on the development of new methods and on improving the computation time for these methods. Evaluation however is rather heuristic,...
    Erich Schubert, Remigius Wojdanowski, Arthur Zimek...
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    SDM
    2012
    SIAM
    273views Data Mining» more  SDM 2012»
    A Framework for the Evaluation and Management of Network Centrality
    11 years 11 months ago
    A Framework for the Evaluation and Management of Network Centrality
    Download  www.cs.bu.edu
    Network-analysis literature is rich in node-centrality measures that quantify the centrality of a node as a function of the (shortest) paths of the network that go through it. Exi...
    Vatche Ishakian, Dóra Erdös, Evimaria ...
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    WPES
    2004
    ACM
    132views Security Privacy» more  WPES 2004»
    Assessing global disclosure risk in masked microdata
    14 years 2 months ago
    Assessing global disclosure risk in masked microdata
    Download  www.nku.edu
    In this paper, we introduce a general framework for microdata and three disclosure risk measures (minimal, maximal and weighted). We classify the attributes from a given microdata...
    Traian Marius Truta, Farshad Fotouhi, Daniel C. Ba...
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    BMCBI
    2011
    221views Artificial Intelligence» more  BMCBI 2011»
    RAIphy: Phylogenetic classification of metagenomics samples using iterative refinement of relative abundance index profiles
    13 years 3 months ago
    RAIphy: Phylogenetic classification of metagenomics samples using iterative refinement of relative abundance index profiles
    Download  www.biomedcentral.com
    Background: Computational analysis of metagenomes requires the taxonomical assignment of the genome contigs assembled from DNA reads of environmental samples. Because of the diver...
    Ozkan U. Nalbantoglu, Samuel F. Way, Steven H. Hin...
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    ICDCSW
    2005
    IEEE
    168views Computer Networks» more  ICDCSW 2005»
    Adaptive Real-Time Anomaly Detection with Improved Index and Ability to Forget
    14 years 2 months ago
    Adaptive Real-Time Anomaly Detection with Improved Index and Ability to Forget
    Download  www.ida.liu.se
    Anomaly detection in IP networks, detection of deviations from what is considered normal, is an important complement to misuse detection based on known attack descriptions. Perfor...
    Kalle Burbeck, Simin Nadjm-Tehrani
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